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Axolotl vs Kubeflow

Axolotl: Open source tool for fine-tuning large language models Kubeflow: Open source toolkit for running ML workloads on Kubernetes

Comparison of Axolotl, Kubeflow
Axolotl
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Kubeflow
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CategoryFine TuningMLOps
PricingOpen sourceFree, Apache-2.0 licenceOpen source
Best for
  • ML engineers
  • AI startups
  • Research teams
  • Platform engineers
  • ML engineers
  • Data teams
Highlights
  • Fine-tune many model families from YAML config files
  • Supports Llama, Mistral, Qwen, Gemma and other families
  • Run training in your own cloud or on Docker and Kubernetes
  • Interactive notebooks on Kubernetes
  • Distributed training across frameworks such as PyTorch and JAX
  • Automated tuning of model hyperparameters
GitHub stars12.7k16k
Last update2 days ago1 month ago

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